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  <div class="section" id="federatedml-package">
<h1>federatedml package<a class="headerlink" href="#federatedml-package" title="Permalink to this headline">¶</a></h1>
<div class="section" id="subpackages">
<h2>Subpackages<a class="headerlink" href="#subpackages" title="Permalink to this headline">¶</a></h2>
<div class="toctree-wrapper compound">
<ul>
<li class="toctree-l1"><a class="reference internal" href="federatedml.evaluation.html">federatedml.evaluation package</a><ul>
<li class="toctree-l2"><a class="reference internal" href="federatedml.evaluation.html#subpackages">Subpackages</a><ul>
<li class="toctree-l3"><a class="reference internal" href="federatedml.evaluation.test.html">federatedml.evaluation.test package</a><ul>
<li class="toctree-l4"><a class="reference internal" href="federatedml.evaluation.test.html#submodules">Submodules</a></li>
<li class="toctree-l4"><a class="reference internal" href="federatedml.evaluation.test.html#module-federatedml.evaluation.test.evaluation_run_test">federatedml.evaluation.test.evaluation_run_test module</a></li>
<li class="toctree-l4"><a class="reference internal" href="federatedml.evaluation.test.html#module-federatedml.evaluation.test">Module contents</a></li>
</ul>
</li>
</ul>
</li>
<li class="toctree-l2"><a class="reference internal" href="federatedml.evaluation.html#submodules">Submodules</a></li>
<li class="toctree-l2"><a class="reference internal" href="federatedml.evaluation.html#module-federatedml.evaluation.evaluation">federatedml.evaluation.evaluation module</a></li>
<li class="toctree-l2"><a class="reference internal" href="federatedml.evaluation.html#module-federatedml.evaluation">Module contents</a></li>
</ul>
</li>
<li class="toctree-l1"><a class="reference internal" href="federatedml.feature.html">federatedml.feature package</a><ul>
<li class="toctree-l2"><a class="reference internal" href="federatedml.feature.html#subpackages">Subpackages</a><ul>
<li class="toctree-l3"><a class="reference internal" href="federatedml.feature.binning.html">federatedml.feature.binning package</a><ul>
<li class="toctree-l4"><a class="reference internal" href="federatedml.feature.binning.html#submodules">Submodules</a></li>
<li class="toctree-l4"><a class="reference internal" href="federatedml.feature.binning.html#module-federatedml.feature.binning.base_binning">federatedml.feature.binning.base_binning module</a></li>
<li class="toctree-l4"><a class="reference internal" href="federatedml.feature.binning.html#module-federatedml.feature.binning.bucket_binning">federatedml.feature.binning.bucket_binning module</a></li>
<li class="toctree-l4"><a class="reference internal" href="federatedml.feature.binning.html#module-federatedml.feature.binning.quantile_binning">federatedml.feature.binning.quantile_binning module</a></li>
<li class="toctree-l4"><a class="reference internal" href="federatedml.feature.binning.html#module-federatedml.feature.binning">Module contents</a></li>
</ul>
</li>
<li class="toctree-l3"><a class="reference internal" href="federatedml.feature.hetero_feature_binning.html">federatedml.feature.hetero_feature_binning package</a><ul>
<li class="toctree-l4"><a class="reference internal" href="federatedml.feature.hetero_feature_binning.html#submodules">Submodules</a></li>
<li class="toctree-l4"><a class="reference internal" href="federatedml.feature.hetero_feature_binning.html#module-federatedml.feature.hetero_feature_binning.base_feature_binning">federatedml.feature.hetero_feature_binning.base_feature_binning module</a></li>
<li class="toctree-l4"><a class="reference internal" href="federatedml.feature.hetero_feature_binning.html#federatedml-feature-hetero-feature-binning-hetero-binning-guest-module">federatedml.feature.hetero_feature_binning.hetero_binning_guest module</a></li>
<li class="toctree-l4"><a class="reference internal" href="federatedml.feature.hetero_feature_binning.html#federatedml-feature-hetero-feature-binning-hetero-binning-host-module">federatedml.feature.hetero_feature_binning.hetero_binning_host module</a></li>
<li class="toctree-l4"><a class="reference internal" href="federatedml.feature.hetero_feature_binning.html#module-federatedml.feature.hetero_feature_binning">Module contents</a></li>
</ul>
</li>
<li class="toctree-l3"><a class="reference internal" href="federatedml.feature.hetero_feature_selection.html">federatedml.feature.hetero_feature_selection package</a><ul>
<li class="toctree-l4"><a class="reference internal" href="federatedml.feature.hetero_feature_selection.html#submodules">Submodules</a></li>
<li class="toctree-l4"><a class="reference internal" href="federatedml.feature.hetero_feature_selection.html#federatedml-feature-hetero-feature-selection-base-feature-selection-module">federatedml.feature.hetero_feature_selection.base_feature_selection module</a></li>
<li class="toctree-l4"><a class="reference internal" href="federatedml.feature.hetero_feature_selection.html#federatedml-feature-hetero-feature-selection-feature-selection-guest-module">federatedml.feature.hetero_feature_selection.feature_selection_guest module</a></li>
<li class="toctree-l4"><a class="reference internal" href="federatedml.feature.hetero_feature_selection.html#federatedml-feature-hetero-feature-selection-feature-selection-host-module">federatedml.feature.hetero_feature_selection.feature_selection_host module</a></li>
<li class="toctree-l4"><a class="reference internal" href="federatedml.feature.hetero_feature_selection.html#module-federatedml.feature.hetero_feature_selection">Module contents</a></li>
</ul>
</li>
<li class="toctree-l3"><a class="reference internal" href="federatedml.feature.test.html">federatedml.feature.test package</a><ul>
<li class="toctree-l4"><a class="reference internal" href="federatedml.feature.test.html#subpackages">Subpackages</a><ul>
<li class="toctree-l5"><a class="reference internal" href="federatedml.feature.test.test_new_binning.html">federatedml.feature.test.test_new_binning package</a><ul>
<li class="toctree-l6"><a class="reference internal" href="federatedml.feature.test.test_new_binning.html#submodules">Submodules</a></li>
<li class="toctree-l6"><a class="reference internal" href="federatedml.feature.test.test_new_binning.html#federatedml-feature-test-test-new-binning-hetero-feature-binning-guest-test-module">federatedml.feature.test.test_new_binning.hetero_feature_binning_guest_test module</a></li>
<li class="toctree-l6"><a class="reference internal" href="federatedml.feature.test.test_new_binning.html#federatedml-feature-test-test-new-binning-hetero-feature-binning-host-test-module">federatedml.feature.test.test_new_binning.hetero_feature_binning_host_test module</a></li>
<li class="toctree-l6"><a class="reference internal" href="federatedml.feature.test.test_new_binning.html#module-federatedml.feature.test.test_new_binning">Module contents</a></li>
</ul>
</li>
<li class="toctree-l5"><a class="reference internal" href="federatedml.feature.test.test_new_feature_selection.html">federatedml.feature.test.test_new_feature_selection package</a><ul>
<li class="toctree-l6"><a class="reference internal" href="federatedml.feature.test.test_new_feature_selection.html#submodules">Submodules</a></li>
<li class="toctree-l6"><a class="reference internal" href="federatedml.feature.test.test_new_feature_selection.html#federatedml-feature-test-test-new-feature-selection-hetero-feature-selection-guest-test-module">federatedml.feature.test.test_new_feature_selection.hetero_feature_selection_guest_test module</a></li>
<li class="toctree-l6"><a class="reference internal" href="federatedml.feature.test.test_new_feature_selection.html#federatedml-feature-test-test-new-feature-selection-hetero-feature-selection-host-test-module">federatedml.feature.test.test_new_feature_selection.hetero_feature_selection_host_test module</a></li>
<li class="toctree-l6"><a class="reference internal" href="federatedml.feature.test.test_new_feature_selection.html#module-federatedml.feature.test.test_new_feature_selection">Module contents</a></li>
</ul>
</li>
</ul>
</li>
<li class="toctree-l4"><a class="reference internal" href="federatedml.feature.test.html#submodules">Submodules</a></li>
<li class="toctree-l4"><a class="reference internal" href="federatedml.feature.test.html#federatedml-feature-test-bucket-binning-test-module">federatedml.feature.test.bucket_binning_test module</a></li>
<li class="toctree-l4"><a class="reference internal" href="federatedml.feature.test.html#module-federatedml.feature.test.feature_select_test">federatedml.feature.test.feature_select_test module</a></li>
<li class="toctree-l4"><a class="reference internal" href="federatedml.feature.test.html#federatedml-feature-test-hetero-sampler-guest-test-module">federatedml.feature.test.hetero_sampler_guest_test module</a></li>
<li class="toctree-l4"><a class="reference internal" href="federatedml.feature.test.html#federatedml-feature-test-hetero-sampler-host-test-module">federatedml.feature.test.hetero_sampler_host_test module</a></li>
<li class="toctree-l4"><a class="reference internal" href="federatedml.feature.test.html#module-federatedml.feature.test.hetero_sampler_test">federatedml.feature.test.hetero_sampler_test module</a></li>
<li class="toctree-l4"><a class="reference internal" href="federatedml.feature.test.html#module-federatedml.feature.test.imputer_test">federatedml.feature.test.imputer_test module</a></li>
<li class="toctree-l4"><a class="reference internal" href="federatedml.feature.test.html#module-federatedml.feature.test.instance_test">federatedml.feature.test.instance_test module</a></li>
<li class="toctree-l4"><a class="reference internal" href="federatedml.feature.test.html#module-federatedml.feature.test.min_max_scaler_test">federatedml.feature.test.min_max_scaler_test module</a></li>
<li class="toctree-l4"><a class="reference internal" href="federatedml.feature.test.html#module-federatedml.feature.test.one_hot_test">federatedml.feature.test.one_hot_test module</a></li>
<li class="toctree-l4"><a class="reference internal" href="federatedml.feature.test.html#module-federatedml.feature.test.quantile_binning_test">federatedml.feature.test.quantile_binning_test module</a></li>
<li class="toctree-l4"><a class="reference internal" href="federatedml.feature.test.html#module-federatedml.feature.test.quantile_summaries_test">federatedml.feature.test.quantile_summaries_test module</a></li>
<li class="toctree-l4"><a class="reference internal" href="federatedml.feature.test.html#module-federatedml.feature.test.quantile_test">federatedml.feature.test.quantile_test module</a></li>
<li class="toctree-l4"><a class="reference internal" href="federatedml.feature.test.html#federatedml-feature-test-sampler-test-module">federatedml.feature.test.sampler_test module</a></li>
<li class="toctree-l4"><a class="reference internal" href="federatedml.feature.test.html#module-federatedml.feature.test.sparse_vector_test">federatedml.feature.test.sparse_vector_test module</a></li>
<li class="toctree-l4"><a class="reference internal" href="federatedml.feature.test.html#module-federatedml.feature.test.standard_scaler_test">federatedml.feature.test.standard_scaler_test module</a></li>
<li class="toctree-l4"><a class="reference internal" href="federatedml.feature.test.html#module-federatedml.feature.test">Module contents</a></li>
</ul>
</li>
</ul>
</li>
<li class="toctree-l2"><a class="reference internal" href="federatedml.feature.html#submodules">Submodules</a></li>
<li class="toctree-l2"><a class="reference internal" href="federatedml.feature.html#module-federatedml.feature.feature_selection">federatedml.feature.feature_selection module</a></li>
<li class="toctree-l2"><a class="reference internal" href="federatedml.feature.html#module-federatedml.feature.imputer">federatedml.feature.imputer module</a></li>
<li class="toctree-l2"><a class="reference internal" href="federatedml.feature.html#module-federatedml.feature.instance">federatedml.feature.instance module</a></li>
<li class="toctree-l2"><a class="reference internal" href="federatedml.feature.html#module-federatedml.feature.min_max_scaler">federatedml.feature.min_max_scaler module</a></li>
<li class="toctree-l2"><a class="reference internal" href="federatedml.feature.html#module-federatedml.feature.one_hot_encoder">federatedml.feature.one_hot_encoder module</a></li>
<li class="toctree-l2"><a class="reference internal" href="federatedml.feature.html#module-federatedml.feature.quantile">federatedml.feature.quantile module</a></li>
<li class="toctree-l2"><a class="reference internal" href="federatedml.feature.html#module-federatedml.feature.quantile_summaries">federatedml.feature.quantile_summaries module</a></li>
<li class="toctree-l2"><a class="reference internal" href="federatedml.feature.html#federatedml-feature-sampler-module">federatedml.feature.sampler module</a></li>
<li class="toctree-l2"><a class="reference internal" href="federatedml.feature.html#federatedml-feature-scaler-module">federatedml.feature.scaler module</a></li>
<li class="toctree-l2"><a class="reference internal" href="federatedml.feature.html#module-federatedml.feature.sparse_vector">federatedml.feature.sparse_vector module</a></li>
<li class="toctree-l2"><a class="reference internal" href="federatedml.feature.html#module-federatedml.feature.standard_scaler">federatedml.feature.standard_scaler module</a></li>
<li class="toctree-l2"><a class="reference internal" href="federatedml.feature.html#module-federatedml.feature">Module contents</a></li>
</ul>
</li>
<li class="toctree-l1"><a class="reference internal" href="federatedml.ftl.html">federatedml.ftl package</a><ul>
<li class="toctree-l2"><a class="reference internal" href="federatedml.ftl.html#subpackages">Subpackages</a><ul>
<li class="toctree-l3"><a class="reference internal" href="federatedml.ftl.data_util.html">federatedml.ftl.data_util package</a><ul>
<li class="toctree-l4"><a class="reference internal" href="federatedml.ftl.data_util.html#submodules">Submodules</a></li>
<li class="toctree-l4"><a class="reference internal" href="federatedml.ftl.data_util.html#module-federatedml.ftl.data_util.common_data_util">federatedml.ftl.data_util.common_data_util module</a></li>
<li class="toctree-l4"><a class="reference internal" href="federatedml.ftl.data_util.html#module-federatedml.ftl.data_util.log_util">federatedml.ftl.data_util.log_util module</a></li>
<li class="toctree-l4"><a class="reference internal" href="federatedml.ftl.data_util.html#module-federatedml.ftl.data_util.uci_credit_card_util">federatedml.ftl.data_util.uci_credit_card_util module</a></li>
<li class="toctree-l4"><a class="reference internal" href="federatedml.ftl.data_util.html#module-federatedml.ftl.data_util">Module contents</a></li>
</ul>
</li>
<li class="toctree-l3"><a class="reference internal" href="federatedml.ftl.eggroll_computation.html">federatedml.ftl.eggroll_computation package</a><ul>
<li class="toctree-l4"><a class="reference internal" href="federatedml.ftl.eggroll_computation.html#submodules">Submodules</a></li>
<li class="toctree-l4"><a class="reference internal" href="federatedml.ftl.eggroll_computation.html#federatedml-ftl-eggroll-computation-helper-module">federatedml.ftl.eggroll_computation.helper module</a></li>
<li class="toctree-l4"><a class="reference internal" href="federatedml.ftl.eggroll_computation.html#federatedml-ftl-eggroll-computation-util-module">federatedml.ftl.eggroll_computation.util module</a></li>
<li class="toctree-l4"><a class="reference internal" href="federatedml.ftl.eggroll_computation.html#module-federatedml.ftl.eggroll_computation">Module contents</a></li>
</ul>
</li>
<li class="toctree-l3"><a class="reference internal" href="federatedml.ftl.encryption.html">federatedml.ftl.encryption package</a><ul>
<li class="toctree-l4"><a class="reference internal" href="federatedml.ftl.encryption.html#submodules">Submodules</a></li>
<li class="toctree-l4"><a class="reference internal" href="federatedml.ftl.encryption.html#federatedml-ftl-encryption-encryption-module">federatedml.ftl.encryption.encryption module</a></li>
<li class="toctree-l4"><a class="reference internal" href="federatedml.ftl.encryption.html#module-federatedml.ftl.encryption">Module contents</a></li>
</ul>
</li>
<li class="toctree-l3"><a class="reference internal" href="federatedml.ftl.hetero_ftl.html">federatedml.ftl.hetero_ftl package</a><ul>
<li class="toctree-l4"><a class="reference internal" href="federatedml.ftl.hetero_ftl.html#submodules">Submodules</a></li>
<li class="toctree-l4"><a class="reference internal" href="federatedml.ftl.hetero_ftl.html#federatedml-ftl-hetero-ftl-hetero-ftl-arbiter-module">federatedml.ftl.hetero_ftl.hetero_ftl_arbiter module</a></li>
<li class="toctree-l4"><a class="reference internal" href="federatedml.ftl.hetero_ftl.html#module-federatedml.ftl.hetero_ftl.hetero_ftl_base">federatedml.ftl.hetero_ftl.hetero_ftl_base module</a></li>
<li class="toctree-l4"><a class="reference internal" href="federatedml.ftl.hetero_ftl.html#federatedml-ftl-hetero-ftl-hetero-ftl-guest-module">federatedml.ftl.hetero_ftl.hetero_ftl_guest module</a></li>
<li class="toctree-l4"><a class="reference internal" href="federatedml.ftl.hetero_ftl.html#federatedml-ftl-hetero-ftl-hetero-ftl-host-module">federatedml.ftl.hetero_ftl.hetero_ftl_host module</a></li>
<li class="toctree-l4"><a class="reference internal" href="federatedml.ftl.hetero_ftl.html#module-federatedml.ftl.hetero_ftl">Module contents</a></li>
</ul>
</li>
<li class="toctree-l3"><a class="reference internal" href="federatedml.ftl.test.html">federatedml.ftl.test package</a><ul>
<li class="toctree-l4"><a class="reference internal" href="federatedml.ftl.test.html#subpackages">Subpackages</a><ul>
<li class="toctree-l5"><a class="reference internal" href="federatedml.ftl.test.functional_test.html">federatedml.ftl.test.functional_test package</a><ul>
<li class="toctree-l6"><a class="reference internal" href="federatedml.ftl.test.functional_test.html#submodules">Submodules</a></li>
<li class="toctree-l6"><a class="reference internal" href="federatedml.ftl.test.functional_test.html#federatedml-ftl-test-functional-test-functional-autoencoder-test-module">federatedml.ftl.test.functional_test.functional_autoencoder_test module</a></li>
<li class="toctree-l6"><a class="reference internal" href="federatedml.ftl.test.functional_test.html#federatedml-ftl-test-functional-test-functional-enc-msg-party-test-module">federatedml.ftl.test.functional_test.functional_enc_msg_party_test module</a></li>
<li class="toctree-l6"><a class="reference internal" href="federatedml.ftl.test.functional_test.html#federatedml-ftl-test-functional-test-functional-faster-enc-msg-party-test-module">federatedml.ftl.test.functional_test.functional_faster_enc_msg_party_test module</a></li>
<li class="toctree-l6"><a class="reference internal" href="federatedml.ftl.test.functional_test.html#module-federatedml.ftl.test.functional_test.functional_load_data_test">federatedml.ftl.test.functional_test.functional_load_data_test module</a></li>
<li class="toctree-l6"><a class="reference internal" href="federatedml.ftl.test.functional_test.html#federatedml-ftl-test-functional-test-functional-plain-msg-party-test-module">federatedml.ftl.test.functional_test.functional_plain_msg_party_test module</a></li>
<li class="toctree-l6"><a class="reference internal" href="federatedml.ftl.test.functional_test.html#federatedml-ftl-test-functional-test-hetero-ftl-plain-guest-test-module">federatedml.ftl.test.functional_test.hetero_ftl_plain_guest_test module</a></li>
<li class="toctree-l6"><a class="reference internal" href="federatedml.ftl.test.functional_test.html#module-federatedml.ftl.test.functional_test">Module contents</a></li>
</ul>
</li>
</ul>
</li>
<li class="toctree-l4"><a class="reference internal" href="federatedml.ftl.test.html#submodules">Submodules</a></li>
<li class="toctree-l4"><a class="reference internal" href="federatedml.ftl.test.html#module-federatedml.ftl.test.common_data_util_test">federatedml.ftl.test.common_data_util_test module</a></li>
<li class="toctree-l4"><a class="reference internal" href="federatedml.ftl.test.html#federatedml-ftl-test-eggroll-xy-test-module">federatedml.ftl.test.eggroll_XY_test module</a></li>
<li class="toctree-l4"><a class="reference internal" href="federatedml.ftl.test.html#federatedml-ftl-test-eggroll-x-plus-y-test-module">federatedml.ftl.test.eggroll_X_plus_Y_test module</a></li>
<li class="toctree-l4"><a class="reference internal" href="federatedml.ftl.test.html#federatedml-ftl-test-eggroll-encryption-matmul-test-module">federatedml.ftl.test.eggroll_encryption_matmul_test module</a></li>
<li class="toctree-l4"><a class="reference internal" href="federatedml.ftl.test.html#federatedml-ftl-test-eggroll-encryption-runtime-test-module">federatedml.ftl.test.eggroll_encryption_runtime_test module</a></li>
<li class="toctree-l4"><a class="reference internal" href="federatedml.ftl.test.html#federatedml-ftl-test-eggroll-encryption-test-module">federatedml.ftl.test.eggroll_encryption_test module</a></li>
<li class="toctree-l4"><a class="reference internal" href="federatedml.ftl.test.html#module-federatedml.ftl.test.eggroll_storage_test">federatedml.ftl.test.eggroll_storage_test module</a></li>
<li class="toctree-l4"><a class="reference internal" href="federatedml.ftl.test.html#federatedml-ftl-test-host-guest-factory-test-module">federatedml.ftl.test.host_guest_factory_test module</a></li>
<li class="toctree-l4"><a class="reference internal" href="federatedml.ftl.test.html#module-federatedml.ftl.test.mock_models">federatedml.ftl.test.mock_models module</a></li>
<li class="toctree-l4"><a class="reference internal" href="federatedml.ftl.test.html#federatedml-ftl-test-params-validation-test-module">federatedml.ftl.test.params_validation_test module</a></li>
<li class="toctree-l4"><a class="reference internal" href="federatedml.ftl.test.html#federatedml-ftl-test-random-mask-test-module">federatedml.ftl.test.random_mask_test module</a></li>
<li class="toctree-l4"><a class="reference internal" href="federatedml.ftl.test.html#module-federatedml.ftl.test.util">federatedml.ftl.test.util module</a></li>
<li class="toctree-l4"><a class="reference internal" href="federatedml.ftl.test.html#federatedml-ftl-test-whitebox-autoencoder-test-module">federatedml.ftl.test.whitebox_autoencoder_test module</a></li>
<li class="toctree-l4"><a class="reference internal" href="federatedml.ftl.test.html#federatedml-ftl-test-whitebox-enc-gradients-test-module">federatedml.ftl.test.whitebox_enc_gradients_test module</a></li>
<li class="toctree-l4"><a class="reference internal" href="federatedml.ftl.test.html#federatedml-ftl-test-whitebox-faster-enc-gradients-test-module">federatedml.ftl.test.whitebox_faster_enc_gradients_test module</a></li>
<li class="toctree-l4"><a class="reference internal" href="federatedml.ftl.test.html#federatedml-ftl-test-whitebox-plain-gradients-test-module">federatedml.ftl.test.whitebox_plain_gradients_test module</a></li>
<li class="toctree-l4"><a class="reference internal" href="federatedml.ftl.test.html#module-federatedml.ftl.test">Module contents</a></li>
</ul>
</li>
</ul>
</li>
<li class="toctree-l2"><a class="reference internal" href="federatedml.ftl.html#submodules">Submodules</a></li>
<li class="toctree-l2"><a class="reference internal" href="federatedml.ftl.html#federatedml-ftl-autoencoder-module">federatedml.ftl.autoencoder module</a></li>
<li class="toctree-l2"><a class="reference internal" href="federatedml.ftl.html#federatedml-ftl-encrypted-ftl-module">federatedml.ftl.encrypted_ftl module</a></li>
<li class="toctree-l2"><a class="reference internal" href="federatedml.ftl.html#federatedml-ftl-faster-encrypted-ftl-module">federatedml.ftl.faster_encrypted_ftl module</a></li>
<li class="toctree-l2"><a class="reference internal" href="federatedml.ftl.html#module-federatedml.ftl.plain_ftl">federatedml.ftl.plain_ftl module</a></li>
<li class="toctree-l2"><a class="reference internal" href="federatedml.ftl.html#module-federatedml.ftl">Module contents</a></li>
</ul>
</li>
<li class="toctree-l1"><a class="reference internal" href="federatedml.logistic_regression.html">federatedml.logistic_regression package</a><ul>
<li class="toctree-l2"><a class="reference internal" href="federatedml.logistic_regression.html#subpackages">Subpackages</a><ul>
<li class="toctree-l3"><a class="reference internal" href="federatedml.logistic_regression.hetero_logistic_regression.html">federatedml.logistic_regression.hetero_logistic_regression package</a><ul>
<li class="toctree-l4"><a class="reference internal" href="federatedml.logistic_regression.hetero_logistic_regression.html#submodules">Submodules</a></li>
<li class="toctree-l4"><a class="reference internal" href="federatedml.logistic_regression.hetero_logistic_regression.html#federatedml-logistic-regression-hetero-logistic-regression-hetero-lr-arbiter-module">federatedml.logistic_regression.hetero_logistic_regression.hetero_lr_arbiter module</a></li>
<li class="toctree-l4"><a class="reference internal" href="federatedml.logistic_regression.hetero_logistic_regression.html#federatedml-logistic-regression-hetero-logistic-regression-hetero-lr-base-module">federatedml.logistic_regression.hetero_logistic_regression.hetero_lr_base module</a></li>
<li class="toctree-l4"><a class="reference internal" href="federatedml.logistic_regression.hetero_logistic_regression.html#federatedml-logistic-regression-hetero-logistic-regression-hetero-lr-guest-module">federatedml.logistic_regression.hetero_logistic_regression.hetero_lr_guest module</a></li>
<li class="toctree-l4"><a class="reference internal" href="federatedml.logistic_regression.hetero_logistic_regression.html#federatedml-logistic-regression-hetero-logistic-regression-hetero-lr-host-module">federatedml.logistic_regression.hetero_logistic_regression.hetero_lr_host module</a></li>
<li class="toctree-l4"><a class="reference internal" href="federatedml.logistic_regression.hetero_logistic_regression.html#module-contents">Module contents</a></li>
</ul>
</li>
<li class="toctree-l3"><a class="reference internal" href="federatedml.logistic_regression.homo_logsitic_regression.html">federatedml.logistic_regression.homo_logsitic_regression package</a><ul>
<li class="toctree-l4"><a class="reference internal" href="federatedml.logistic_regression.homo_logsitic_regression.html#submodules">Submodules</a></li>
<li class="toctree-l4"><a class="reference internal" href="federatedml.logistic_regression.homo_logsitic_regression.html#federatedml-logistic-regression-homo-logsitic-regression-homo-lr-arbiter-module">federatedml.logistic_regression.homo_logsitic_regression.homo_lr_arbiter module</a></li>
<li class="toctree-l4"><a class="reference internal" href="federatedml.logistic_regression.homo_logsitic_regression.html#federatedml-logistic-regression-homo-logsitic-regression-homo-lr-base-module">federatedml.logistic_regression.homo_logsitic_regression.homo_lr_base module</a></li>
<li class="toctree-l4"><a class="reference internal" href="federatedml.logistic_regression.homo_logsitic_regression.html#federatedml-logistic-regression-homo-logsitic-regression-homo-lr-guest-module">federatedml.logistic_regression.homo_logsitic_regression.homo_lr_guest module</a></li>
<li class="toctree-l4"><a class="reference internal" href="federatedml.logistic_regression.homo_logsitic_regression.html#federatedml-logistic-regression-homo-logsitic-regression-homo-lr-host-module">federatedml.logistic_regression.homo_logsitic_regression.homo_lr_host module</a></li>
<li class="toctree-l4"><a class="reference internal" href="federatedml.logistic_regression.homo_logsitic_regression.html#module-contents">Module contents</a></li>
</ul>
</li>
<li class="toctree-l3"><a class="reference internal" href="federatedml.logistic_regression.images.html">federatedml.logistic_regression.images package</a><ul>
<li class="toctree-l4"><a class="reference internal" href="federatedml.logistic_regression.images.html#module-federatedml.logistic_regression.images">Module contents</a></li>
</ul>
</li>
<li class="toctree-l3"><a class="reference internal" href="federatedml.logistic_regression.test.html">federatedml.logistic_regression.test package</a><ul>
<li class="toctree-l4"><a class="reference internal" href="federatedml.logistic_regression.test.html#submodules">Submodules</a></li>
<li class="toctree-l4"><a class="reference internal" href="federatedml.logistic_regression.test.html#federatedml-logistic-regression-test-hetero-lr-arbiter-test-module">federatedml.logistic_regression.test.hetero_lr_arbiter_test module</a></li>
<li class="toctree-l4"><a class="reference internal" href="federatedml.logistic_regression.test.html#federatedml-logistic-regression-test-hetero-lr-guest-test-module">federatedml.logistic_regression.test.hetero_lr_guest_test module</a></li>
<li class="toctree-l4"><a class="reference internal" href="federatedml.logistic_regression.test.html#federatedml-logistic-regression-test-hetero-lr-host-test-module">federatedml.logistic_regression.test.hetero_lr_host_test module</a></li>
<li class="toctree-l4"><a class="reference internal" href="federatedml.logistic_regression.test.html#federatedml-logistic-regression-test-homo-lr-arbiter-module">federatedml.logistic_regression.test.homo_lr_arbiter module</a></li>
<li class="toctree-l4"><a class="reference internal" href="federatedml.logistic_regression.test.html#federatedml-logistic-regression-test-homo-lr-guest-module">federatedml.logistic_regression.test.homo_lr_guest module</a></li>
<li class="toctree-l4"><a class="reference internal" href="federatedml.logistic_regression.test.html#federatedml-logistic-regression-test-homo-lr-host-module">federatedml.logistic_regression.test.homo_lr_host module</a></li>
<li class="toctree-l4"><a class="reference internal" href="federatedml.logistic_regression.test.html#federatedml-logistic-regression-test-homo-lr-test-module">federatedml.logistic_regression.test.homo_lr_test module</a></li>
<li class="toctree-l4"><a class="reference internal" href="federatedml.logistic_regression.test.html#module-federatedml.logistic_regression.test.job_id">federatedml.logistic_regression.test.job_id module</a></li>
<li class="toctree-l4"><a class="reference internal" href="federatedml.logistic_regression.test.html#federatedml-logistic-regression-test-logistic-regression-test-module">federatedml.logistic_regression.test.logistic_regression_test module</a></li>
<li class="toctree-l4"><a class="reference internal" href="federatedml.logistic_regression.test.html#module-federatedml.logistic_regression.test">Module contents</a></li>
</ul>
</li>
</ul>
</li>
<li class="toctree-l2"><a class="reference internal" href="federatedml.logistic_regression.html#submodules">Submodules</a></li>
<li class="toctree-l2"><a class="reference internal" href="federatedml.logistic_regression.html#federatedml-logistic-regression-base-logistic-regression-module">federatedml.logistic_regression.base_logistic_regression module</a></li>
<li class="toctree-l2"><a class="reference internal" href="federatedml.logistic_regression.html#module-federatedml.logistic_regression">Module contents</a></li>
</ul>
</li>
<li class="toctree-l1"><a class="reference internal" href="federatedml.loss.html">federatedml.loss package</a><ul>
<li class="toctree-l2"><a class="reference internal" href="federatedml.loss.html#subpackages">Subpackages</a><ul>
<li class="toctree-l3"><a class="reference internal" href="federatedml.loss.test.html">federatedml.loss.test package</a><ul>
<li class="toctree-l4"><a class="reference internal" href="federatedml.loss.test.html#submodules">Submodules</a></li>
<li class="toctree-l4"><a class="reference internal" href="federatedml.loss.test.html#federatedml-loss-test-cross-entropy-test-module">federatedml.loss.test.cross_entropy_test module</a></li>
<li class="toctree-l4"><a class="reference internal" href="federatedml.loss.test.html#federatedml-loss-test-regression-loss-test-module">federatedml.loss.test.regression_loss_test module</a></li>
<li class="toctree-l4"><a class="reference internal" href="federatedml.loss.test.html#module-contents">Module contents</a></li>
</ul>
</li>
</ul>
</li>
<li class="toctree-l2"><a class="reference internal" href="federatedml.loss.html#submodules">Submodules</a></li>
<li class="toctree-l2"><a class="reference internal" href="federatedml.loss.html#federatedml-loss-cross-entropy-module">federatedml.loss.cross_entropy module</a></li>
<li class="toctree-l2"><a class="reference internal" href="federatedml.loss.html#federatedml-loss-regression-loss-module">federatedml.loss.regression_loss module</a></li>
<li class="toctree-l2"><a class="reference internal" href="federatedml.loss.html#module-contents">Module contents</a></li>
</ul>
</li>
<li class="toctree-l1"><a class="reference internal" href="federatedml.model_selection.html">federatedml.model_selection package</a><ul>
<li class="toctree-l2"><a class="reference internal" href="federatedml.model_selection.html#subpackages">Subpackages</a><ul>
<li class="toctree-l3"><a class="reference internal" href="federatedml.model_selection.test.html">federatedml.model_selection.test package</a><ul>
<li class="toctree-l4"><a class="reference internal" href="federatedml.model_selection.test.html#submodules">Submodules</a></li>
<li class="toctree-l4"><a class="reference internal" href="federatedml.model_selection.test.html#module-federatedml.model_selection.test.KFold_test">federatedml.model_selection.test.KFold_test module</a></li>
<li class="toctree-l4"><a class="reference internal" href="federatedml.model_selection.test.html#module-federatedml.model_selection.test.join_test">federatedml.model_selection.test.join_test module</a></li>
<li class="toctree-l4"><a class="reference internal" href="federatedml.model_selection.test.html#module-federatedml.model_selection.test.mini_batch_test">federatedml.model_selection.test.mini_batch_test module</a></li>
<li class="toctree-l4"><a class="reference internal" href="federatedml.model_selection.test.html#module-federatedml.model_selection.test">Module contents</a></li>
</ul>
</li>
</ul>
</li>
<li class="toctree-l2"><a class="reference internal" href="federatedml.model_selection.html#submodules">Submodules</a></li>
<li class="toctree-l2"><a class="reference internal" href="federatedml.model_selection.html#module-federatedml.model_selection.KFold">federatedml.model_selection.KFold module</a></li>
<li class="toctree-l2"><a class="reference internal" href="federatedml.model_selection.html#module-federatedml.model_selection.cross_validate">federatedml.model_selection.cross_validate module</a></li>
<li class="toctree-l2"><a class="reference internal" href="federatedml.model_selection.html#module-federatedml.model_selection.indices">federatedml.model_selection.indices module</a></li>
<li class="toctree-l2"><a class="reference internal" href="federatedml.model_selection.html#module-federatedml.model_selection.mini_batch">federatedml.model_selection.mini_batch module</a></li>
<li class="toctree-l2"><a class="reference internal" href="federatedml.model_selection.html#module-federatedml.model_selection">Module contents</a></li>
</ul>
</li>
<li class="toctree-l1"><a class="reference internal" href="federatedml.one_vs_rest.html">federatedml.one_vs_rest package</a><ul>
<li class="toctree-l2"><a class="reference internal" href="federatedml.one_vs_rest.html#submodules">Submodules</a></li>
<li class="toctree-l2"><a class="reference internal" href="federatedml.one_vs_rest.html#federatedml-one-vs-rest-one-vs-rest-module">federatedml.one_vs_rest.one_vs_rest module</a></li>
<li class="toctree-l2"><a class="reference internal" href="federatedml.one_vs_rest.html#module-federatedml.one_vs_rest">Module contents</a></li>
</ul>
</li>
<li class="toctree-l1"><a class="reference internal" href="federatedml.optim.html">federatedml.optim package</a><ul>
<li class="toctree-l2"><a class="reference internal" href="federatedml.optim.html#subpackages">Subpackages</a><ul>
<li class="toctree-l3"><a class="reference internal" href="federatedml.optim.federated_aggregator.html">federatedml.optim.federated_aggregator package</a><ul>
<li class="toctree-l4"><a class="reference internal" href="federatedml.optim.federated_aggregator.html#subpackages">Subpackages</a><ul>
<li class="toctree-l5"><a class="reference internal" href="federatedml.optim.federated_aggregator.test.html">federatedml.optim.federated_aggregator.test package</a><ul>
<li class="toctree-l6"><a class="reference internal" href="federatedml.optim.federated_aggregator.test.html#submodules">Submodules</a></li>
<li class="toctree-l6"><a class="reference internal" href="federatedml.optim.federated_aggregator.test.html#federatedml-optim-federated-aggregator-test-hetero-federated-aggregator-test-module">federatedml.optim.federated_aggregator.test.hetero_federated_aggregator_test module</a></li>
<li class="toctree-l6"><a class="reference internal" href="federatedml.optim.federated_aggregator.test.html#module-contents">Module contents</a></li>
</ul>
</li>
</ul>
</li>
<li class="toctree-l4"><a class="reference internal" href="federatedml.optim.federated_aggregator.html#submodules">Submodules</a></li>
<li class="toctree-l4"><a class="reference internal" href="federatedml.optim.federated_aggregator.html#federatedml-optim-federated-aggregator-hetero-federated-aggregator-module">federatedml.optim.federated_aggregator.hetero_federated_aggregator module</a></li>
<li class="toctree-l4"><a class="reference internal" href="federatedml.optim.federated_aggregator.html#federatedml-optim-federated-aggregator-homo-federated-aggregator-module">federatedml.optim.federated_aggregator.homo_federated_aggregator module</a></li>
<li class="toctree-l4"><a class="reference internal" href="federatedml.optim.federated_aggregator.html#module-contents">Module contents</a></li>
</ul>
</li>
<li class="toctree-l3"><a class="reference internal" href="federatedml.optim.gradient.html">federatedml.optim.gradient package</a><ul>
<li class="toctree-l4"><a class="reference internal" href="federatedml.optim.gradient.html#subpackages">Subpackages</a><ul>
<li class="toctree-l5"><a class="reference internal" href="federatedml.optim.gradient.test.html">federatedml.optim.gradient.test package</a><ul>
<li class="toctree-l6"><a class="reference internal" href="federatedml.optim.gradient.test.html#submodules">Submodules</a></li>
<li class="toctree-l6"><a class="reference internal" href="federatedml.optim.gradient.test.html#federatedml-optim-gradient-test-gradient-method-test-module">federatedml.optim.gradient.test.gradient_method_test module</a></li>
<li class="toctree-l6"><a class="reference internal" href="federatedml.optim.gradient.test.html#federatedml-optim-gradient-test-hetero-lr-gradient-test-module">federatedml.optim.gradient.test.hetero_lr_gradient_test module</a></li>
<li class="toctree-l6"><a class="reference internal" href="federatedml.optim.gradient.test.html#federatedml-optim-gradient-test-homo-lr-gradient-test-module">federatedml.optim.gradient.test.homo_lr_gradient_test module</a></li>
<li class="toctree-l6"><a class="reference internal" href="federatedml.optim.gradient.test.html#module-contents">Module contents</a></li>
</ul>
</li>
</ul>
</li>
<li class="toctree-l4"><a class="reference internal" href="federatedml.optim.gradient.html#submodules">Submodules</a></li>
<li class="toctree-l4"><a class="reference internal" href="federatedml.optim.gradient.html#module-federatedml.optim.gradient.base_gradient">federatedml.optim.gradient.base_gradient module</a></li>
<li class="toctree-l4"><a class="reference internal" href="federatedml.optim.gradient.html#federatedml-optim-gradient-logistic-gradient-module">federatedml.optim.gradient.logistic_gradient module</a></li>
<li class="toctree-l4"><a class="reference internal" href="federatedml.optim.gradient.html#module-contents">Module contents</a></li>
</ul>
</li>
<li class="toctree-l3"><a class="reference internal" href="federatedml.optim.test.html">federatedml.optim.test package</a><ul>
<li class="toctree-l4"><a class="reference internal" href="federatedml.optim.test.html#submodules">Submodules</a></li>
<li class="toctree-l4"><a class="reference internal" href="federatedml.optim.test.html#federatedml-optim-test-activation-test-module">federatedml.optim.test.activation_test module</a></li>
<li class="toctree-l4"><a class="reference internal" href="federatedml.optim.test.html#federatedml-optim-test-convergence-test-module">federatedml.optim.test.convergence_test module</a></li>
<li class="toctree-l4"><a class="reference internal" href="federatedml.optim.test.html#federatedml-optim-test-initialize-test-module">federatedml.optim.test.initialize_test module</a></li>
<li class="toctree-l4"><a class="reference internal" href="federatedml.optim.test.html#federatedml-optim-test-updater-test-module">federatedml.optim.test.updater_test module</a></li>
<li class="toctree-l4"><a class="reference internal" href="federatedml.optim.test.html#module-contents">Module contents</a></li>
</ul>
</li>
</ul>
</li>
<li class="toctree-l2"><a class="reference internal" href="federatedml.optim.html#submodules">Submodules</a></li>
<li class="toctree-l2"><a class="reference internal" href="federatedml.optim.html#federatedml-optim-activation-module">federatedml.optim.activation module</a></li>
<li class="toctree-l2"><a class="reference internal" href="federatedml.optim.html#federatedml-optim-convergence-module">federatedml.optim.convergence module</a></li>
<li class="toctree-l2"><a class="reference internal" href="federatedml.optim.html#federatedml-optim-initialize-module">federatedml.optim.initialize module</a></li>
<li class="toctree-l2"><a class="reference internal" href="federatedml.optim.html#federatedml-optim-optimizer-module">federatedml.optim.optimizer module</a></li>
<li class="toctree-l2"><a class="reference internal" href="federatedml.optim.html#federatedml-optim-updater-module">federatedml.optim.updater module</a></li>
<li class="toctree-l2"><a class="reference internal" href="federatedml.optim.html#module-contents">Module contents</a></li>
</ul>
</li>
<li class="toctree-l1"><a class="reference internal" href="federatedml.param.html">federatedml.param package</a><ul>
<li class="toctree-l2"><a class="reference internal" href="federatedml.param.html#subpackages">Subpackages</a><ul>
<li class="toctree-l3"><a class="reference internal" href="federatedml.param.test.html">federatedml.param.test package</a><ul>
<li class="toctree-l4"><a class="reference internal" href="federatedml.param.test.html#submodules">Submodules</a></li>
<li class="toctree-l4"><a class="reference internal" href="federatedml.param.test.html#module-federatedml.param.test.param_json_test">federatedml.param.test.param_json_test module</a></li>
<li class="toctree-l4"><a class="reference internal" href="federatedml.param.test.html#module-federatedml.param.test">Module contents</a></li>
</ul>
</li>
</ul>
</li>
<li class="toctree-l2"><a class="reference internal" href="federatedml.param.html#submodules">Submodules</a></li>
<li class="toctree-l2"><a class="reference internal" href="federatedml.param.html#module-federatedml.param.base_param">federatedml.param.base_param module</a></li>
<li class="toctree-l2"><a class="reference internal" href="federatedml.param.html#module-federatedml.param.boosting_tree_param">federatedml.param.boosting_tree_param module</a></li>
<li class="toctree-l2"><a class="reference internal" href="federatedml.param.html#module-federatedml.param.cross_validation_param">federatedml.param.cross_validation_param module</a></li>
<li class="toctree-l2"><a class="reference internal" href="federatedml.param.html#module-federatedml.param.dataio_param">federatedml.param.dataio_param module</a></li>
<li class="toctree-l2"><a class="reference internal" href="federatedml.param.html#module-federatedml.param.encrypt_param">federatedml.param.encrypt_param module</a></li>
<li class="toctree-l2"><a class="reference internal" href="federatedml.param.html#module-federatedml.param.encrypted_mode_calculation_param">federatedml.param.encrypted_mode_calculation_param module</a></li>
<li class="toctree-l2"><a class="reference internal" href="federatedml.param.html#module-federatedml.param.evaluation_param">federatedml.param.evaluation_param module</a></li>
<li class="toctree-l2"><a class="reference internal" href="federatedml.param.html#module-federatedml.param.feature_binning_param">federatedml.param.feature_binning_param module</a></li>
<li class="toctree-l2"><a class="reference internal" href="federatedml.param.html#module-federatedml.param.feature_selection_param">federatedml.param.feature_selection_param module</a></li>
<li class="toctree-l2"><a class="reference internal" href="federatedml.param.html#module-federatedml.param.ftl_param">federatedml.param.ftl_param module</a></li>
<li class="toctree-l2"><a class="reference internal" href="federatedml.param.html#module-federatedml.param.intersect_param">federatedml.param.intersect_param module</a></li>
<li class="toctree-l2"><a class="reference internal" href="federatedml.param.html#module-federatedml.param.logistic_regression_param">federatedml.param.logistic_regression_param module</a></li>
<li class="toctree-l2"><a class="reference internal" href="federatedml.param.html#module-federatedml.param.one_vs_rest_param">federatedml.param.one_vs_rest_param module</a></li>
<li class="toctree-l2"><a class="reference internal" href="federatedml.param.html#module-federatedml.param.onehot_encoder_param">federatedml.param.onehot_encoder_param module</a></li>
<li class="toctree-l2"><a class="reference internal" href="federatedml.param.html#module-federatedml.param.param">federatedml.param.param module</a></li>
<li class="toctree-l2"><a class="reference internal" href="federatedml.param.html#module-federatedml.param.predict_param">federatedml.param.predict_param module</a></li>
<li class="toctree-l2"><a class="reference internal" href="federatedml.param.html#module-federatedml.param.sample_param">federatedml.param.sample_param module</a></li>
<li class="toctree-l2"><a class="reference internal" href="federatedml.param.html#module-federatedml.param.scale_param">federatedml.param.scale_param module</a></li>
<li class="toctree-l2"><a class="reference internal" href="federatedml.param.html#module-federatedml.param">Module contents</a></li>
</ul>
</li>
<li class="toctree-l1"><a class="reference internal" href="federatedml.secureprotol.html">federatedml.secureprotol package</a><ul>
<li class="toctree-l2"><a class="reference internal" href="federatedml.secureprotol.html#subpackages">Subpackages</a><ul>
<li class="toctree-l3"><a class="reference internal" href="federatedml.secureprotol.test.html">federatedml.secureprotol.test package</a><ul>
<li class="toctree-l4"><a class="reference internal" href="federatedml.secureprotol.test.html#submodules">Submodules</a></li>
<li class="toctree-l4"><a class="reference internal" href="federatedml.secureprotol.test.html#federatedml-secureprotol-test-encode-test-module">federatedml.secureprotol.test.encode_test module</a></li>
<li class="toctree-l4"><a class="reference internal" href="federatedml.secureprotol.test.html#federatedml-secureprotol-test-encrypt-mode-test-module">federatedml.secureprotol.test.encrypt_mode_test module</a></li>
<li class="toctree-l4"><a class="reference internal" href="federatedml.secureprotol.test.html#federatedml-secureprotol-test-fate-paillier-test-module">federatedml.secureprotol.test.fate_paillier_test module</a></li>
<li class="toctree-l4"><a class="reference internal" href="federatedml.secureprotol.test.html#federatedml-secureprotol-test-fixedpoin-test-module">federatedml.secureprotol.test.fixedpoin_test module</a></li>
<li class="toctree-l4"><a class="reference internal" href="federatedml.secureprotol.test.html#module-contents">Module contents</a></li>
</ul>
</li>
</ul>
</li>
<li class="toctree-l2"><a class="reference internal" href="federatedml.secureprotol.html#submodules">Submodules</a></li>
<li class="toctree-l2"><a class="reference internal" href="federatedml.secureprotol.html#federatedml-secureprotol-encode-module">federatedml.secureprotol.encode module</a></li>
<li class="toctree-l2"><a class="reference internal" href="federatedml.secureprotol.html#federatedml-secureprotol-encrypt-module">federatedml.secureprotol.encrypt module</a></li>
<li class="toctree-l2"><a class="reference internal" href="federatedml.secureprotol.html#federatedml-secureprotol-encrypt-mode-module">federatedml.secureprotol.encrypt_mode module</a></li>
<li class="toctree-l2"><a class="reference internal" href="federatedml.secureprotol.html#federatedml-secureprotol-fate-paillier-module">federatedml.secureprotol.fate_paillier module</a></li>
<li class="toctree-l2"><a class="reference internal" href="federatedml.secureprotol.html#federatedml-secureprotol-fixedpoint-module">federatedml.secureprotol.fixedpoint module</a></li>
<li class="toctree-l2"><a class="reference internal" href="federatedml.secureprotol.html#federatedml-secureprotol-gmpy-math-module">federatedml.secureprotol.gmpy_math module</a></li>
<li class="toctree-l2"><a class="reference internal" href="federatedml.secureprotol.html#module-contents">Module contents</a></li>
</ul>
</li>
<li class="toctree-l1"><a class="reference internal" href="federatedml.statistic.html">federatedml.statistic package</a><ul>
<li class="toctree-l2"><a class="reference internal" href="federatedml.statistic.html#subpackages">Subpackages</a><ul>
<li class="toctree-l3"><a class="reference internal" href="federatedml.statistic.intersect.html">federatedml.statistic.intersect package</a><ul>
<li class="toctree-l4"><a class="reference internal" href="federatedml.statistic.intersect.html#submodules">Submodules</a></li>
<li class="toctree-l4"><a class="reference internal" href="federatedml.statistic.intersect.html#federatedml-statistic-intersect-intersect-module">federatedml.statistic.intersect.intersect module</a></li>
<li class="toctree-l4"><a class="reference internal" href="federatedml.statistic.intersect.html#federatedml-statistic-intersect-intersect-guest-module">federatedml.statistic.intersect.intersect_guest module</a></li>
<li class="toctree-l4"><a class="reference internal" href="federatedml.statistic.intersect.html#federatedml-statistic-intersect-intersect-host-module">federatedml.statistic.intersect.intersect_host module</a></li>
<li class="toctree-l4"><a class="reference internal" href="federatedml.statistic.intersect.html#federatedml-statistic-intersect-intersect-model-module">federatedml.statistic.intersect.intersect_model module</a></li>
<li class="toctree-l4"><a class="reference internal" href="federatedml.statistic.intersect.html#module-contents">Module contents</a></li>
</ul>
</li>
<li class="toctree-l3"><a class="reference internal" href="federatedml.statistic.test.html">federatedml.statistic.test package</a><ul>
<li class="toctree-l4"><a class="reference internal" href="federatedml.statistic.test.html#submodules">Submodules</a></li>
<li class="toctree-l4"><a class="reference internal" href="federatedml.statistic.test.html#module-federatedml.statistic.test.statics_test">federatedml.statistic.test.statics_test module</a></li>
<li class="toctree-l4"><a class="reference internal" href="federatedml.statistic.test.html#module-federatedml.statistic.test">Module contents</a></li>
</ul>
</li>
</ul>
</li>
<li class="toctree-l2"><a class="reference internal" href="federatedml.statistic.html#submodules">Submodules</a></li>
<li class="toctree-l2"><a class="reference internal" href="federatedml.statistic.html#module-federatedml.statistic.data_overview">federatedml.statistic.data_overview module</a></li>
<li class="toctree-l2"><a class="reference internal" href="federatedml.statistic.html#module-federatedml.statistic.statics">federatedml.statistic.statics module</a></li>
<li class="toctree-l2"><a class="reference internal" href="federatedml.statistic.html#module-federatedml.statistic">Module contents</a></li>
</ul>
</li>
<li class="toctree-l1"><a class="reference internal" href="federatedml.test.html">federatedml.test package</a><ul>
<li class="toctree-l2"><a class="reference internal" href="federatedml.test.html#module-federatedml.test">Module contents</a></li>
</ul>
</li>
<li class="toctree-l1"><a class="reference internal" href="federatedml.toy_example.html">federatedml.toy_example package</a><ul>
<li class="toctree-l2"><a class="reference internal" href="federatedml.toy_example.html#submodules">Submodules</a></li>
<li class="toctree-l2"><a class="reference internal" href="federatedml.toy_example.html#federatedml-toy-example-secure-add-guest-module">federatedml.toy_example.secure_add_guest module</a></li>
<li class="toctree-l2"><a class="reference internal" href="federatedml.toy_example.html#federatedml-toy-example-secure-add-host-module">federatedml.toy_example.secure_add_host module</a></li>
<li class="toctree-l2"><a class="reference internal" href="federatedml.toy_example.html#module-federatedml.toy_example">Module contents</a></li>
</ul>
</li>
<li class="toctree-l1"><a class="reference internal" href="federatedml.transfer_variable_conf.html">federatedml.transfer_variable_conf package</a><ul>
<li class="toctree-l2"><a class="reference internal" href="federatedml.transfer_variable_conf.html#module-federatedml.transfer_variable_conf">Module contents</a></li>
</ul>
</li>
<li class="toctree-l1"><a class="reference internal" href="federatedml.tree.html">federatedml.tree package</a><ul>
<li class="toctree-l2"><a class="reference internal" href="federatedml.tree.html#subpackages">Subpackages</a><ul>
<li class="toctree-l3"><a class="reference internal" href="federatedml.tree.images.html">federatedml.tree.images package</a><ul>
<li class="toctree-l4"><a class="reference internal" href="federatedml.tree.images.html#module-contents">Module contents</a></li>
</ul>
</li>
<li class="toctree-l3"><a class="reference internal" href="federatedml.tree.test.html">federatedml.tree.test package</a><ul>
<li class="toctree-l4"><a class="reference internal" href="federatedml.tree.test.html#submodules">Submodules</a></li>
<li class="toctree-l4"><a class="reference internal" href="federatedml.tree.test.html#federatedml-tree-test-criterion-test-module">federatedml.tree.test.criterion_test module</a></li>
<li class="toctree-l4"><a class="reference internal" href="federatedml.tree.test.html#federatedml-tree-test-feature-histogram-test-module">federatedml.tree.test.feature_histogram_test module</a></li>
<li class="toctree-l4"><a class="reference internal" href="federatedml.tree.test.html#federatedml-tree-test-hetero-secure-boost-guest-test-module">federatedml.tree.test.hetero_secure_boost_guest_test module</a></li>
<li class="toctree-l4"><a class="reference internal" href="federatedml.tree.test.html#federatedml-tree-test-hetero-secure-boost-host-test-module">federatedml.tree.test.hetero_secure_boost_host_test module</a></li>
<li class="toctree-l4"><a class="reference internal" href="federatedml.tree.test.html#federatedml-tree-test-hetero-secureboost-test-module">federatedml.tree.test.hetero_secureboost_test module</a></li>
<li class="toctree-l4"><a class="reference internal" href="federatedml.tree.test.html#federatedml-tree-test-node-test-module">federatedml.tree.test.node_test module</a></li>
<li class="toctree-l4"><a class="reference internal" href="federatedml.tree.test.html#module-contents">Module contents</a></li>
</ul>
</li>
</ul>
</li>
<li class="toctree-l2"><a class="reference internal" href="federatedml.tree.html#submodules">Submodules</a></li>
<li class="toctree-l2"><a class="reference internal" href="federatedml.tree.html#federatedml-tree-boosting-tree-module">federatedml.tree.boosting_tree module</a></li>
<li class="toctree-l2"><a class="reference internal" href="federatedml.tree.html#module-federatedml.tree.criterion">federatedml.tree.criterion module</a></li>
<li class="toctree-l2"><a class="reference internal" href="federatedml.tree.html#module-federatedml.tree.decision_tree">federatedml.tree.decision_tree module</a></li>
<li class="toctree-l2"><a class="reference internal" href="federatedml.tree.html#module-federatedml.tree.feature_histogram">federatedml.tree.feature_histogram module</a></li>
<li class="toctree-l2"><a class="reference internal" href="federatedml.tree.html#module-federatedml.tree.hetero_decision_tree_guest">federatedml.tree.hetero_decision_tree_guest module</a></li>
<li class="toctree-l2"><a class="reference internal" href="federatedml.tree.html#module-federatedml.tree.hetero_decision_tree_host">federatedml.tree.hetero_decision_tree_host module</a></li>
<li class="toctree-l2"><a class="reference internal" href="federatedml.tree.html#federatedml-tree-hetero-secureboosting-tree-guest-module">federatedml.tree.hetero_secureboosting_tree_guest module</a></li>
<li class="toctree-l2"><a class="reference internal" href="federatedml.tree.html#federatedml-tree-hetero-secureboosting-tree-host-module">federatedml.tree.hetero_secureboosting_tree_host module</a></li>
<li class="toctree-l2"><a class="reference internal" href="federatedml.tree.html#module-federatedml.tree.node">federatedml.tree.node module</a></li>
<li class="toctree-l2"><a class="reference internal" href="federatedml.tree.html#module-federatedml.tree.splitter">federatedml.tree.splitter module</a></li>
<li class="toctree-l2"><a class="reference internal" href="federatedml.tree.html#module-contents">Module contents</a></li>
</ul>
</li>
<li class="toctree-l1"><a class="reference internal" href="federatedml.util.html">federatedml.util package</a><ul>
<li class="toctree-l2"><a class="reference internal" href="federatedml.util.html#subpackages">Subpackages</a><ul>
<li class="toctree-l3"><a class="reference internal" href="federatedml.util.test.html">federatedml.util.test package</a><ul>
<li class="toctree-l4"><a class="reference internal" href="federatedml.util.test.html#submodules">Submodules</a></li>
<li class="toctree-l4"><a class="reference internal" href="federatedml.util.test.html#federatedml-util-test-classify-label-checker-test-module">federatedml.util.test.classify_label_checker_test module</a></li>
<li class="toctree-l4"><a class="reference internal" href="federatedml.util.test.html#federatedml-util-test-data-io-test-module">federatedml.util.test.data_io_test module</a></li>
<li class="toctree-l4"><a class="reference internal" href="federatedml.util.test.html#module-federatedml.util.test.param_extract_test">federatedml.util.test.param_extract_test module</a></li>
<li class="toctree-l4"><a class="reference internal" href="federatedml.util.test.html#module-federatedml.util.test.parameter_checker_test">federatedml.util.test.parameter_checker_test module</a></li>
<li class="toctree-l4"><a class="reference internal" href="federatedml.util.test.html#module-federatedml.util.test">Module contents</a></li>
</ul>
</li>
<li class="toctree-l3"><a class="reference internal" href="federatedml.util.transfer_variable.html">federatedml.util.transfer_variable package</a><ul>
<li class="toctree-l4"><a class="reference internal" href="federatedml.util.transfer_variable.html#submodules">Submodules</a></li>
<li class="toctree-l4"><a class="reference internal" href="federatedml.util.transfer_variable.html#module-federatedml.util.transfer_variable.base_transfer_variable">federatedml.util.transfer_variable.base_transfer_variable module</a></li>
<li class="toctree-l4"><a class="reference internal" href="federatedml.util.transfer_variable.html#module-federatedml.util.transfer_variable.hetero_decision_tree_transfer_variable">federatedml.util.transfer_variable.hetero_decision_tree_transfer_variable module</a></li>
<li class="toctree-l4"><a class="reference internal" href="federatedml.util.transfer_variable.html#module-federatedml.util.transfer_variable.hetero_dnn_lr_transfer_variable">federatedml.util.transfer_variable.hetero_dnn_lr_transfer_variable module</a></li>
<li class="toctree-l4"><a class="reference internal" href="federatedml.util.transfer_variable.html#module-federatedml.util.transfer_variable.hetero_feature_binning_transfer_variable">federatedml.util.transfer_variable.hetero_feature_binning_transfer_variable module</a></li>
<li class="toctree-l4"><a class="reference internal" href="federatedml.util.transfer_variable.html#module-federatedml.util.transfer_variable.hetero_feature_selection_transfer_variable">federatedml.util.transfer_variable.hetero_feature_selection_transfer_variable module</a></li>
<li class="toctree-l4"><a class="reference internal" href="federatedml.util.transfer_variable.html#module-federatedml.util.transfer_variable.hetero_ftl_transfer_variable">federatedml.util.transfer_variable.hetero_ftl_transfer_variable module</a></li>
<li class="toctree-l4"><a class="reference internal" href="federatedml.util.transfer_variable.html#module-federatedml.util.transfer_variable.hetero_lr_transfer_variable">federatedml.util.transfer_variable.hetero_lr_transfer_variable module</a></li>
<li class="toctree-l4"><a class="reference internal" href="federatedml.util.transfer_variable.html#module-federatedml.util.transfer_variable.hetero_secure_boost_transfer_variable">federatedml.util.transfer_variable.hetero_secure_boost_transfer_variable module</a></li>
<li class="toctree-l4"><a class="reference internal" href="federatedml.util.transfer_variable.html#module-federatedml.util.transfer_variable.hetero_workflow_transfer_variable">federatedml.util.transfer_variable.hetero_workflow_transfer_variable module</a></li>
<li class="toctree-l4"><a class="reference internal" href="federatedml.util.transfer_variable.html#module-federatedml.util.transfer_variable.homo_lr_transfer_variable">federatedml.util.transfer_variable.homo_lr_transfer_variable module</a></li>
<li class="toctree-l4"><a class="reference internal" href="federatedml.util.transfer_variable.html#module-federatedml.util.transfer_variable.raw_intersect_transfer_variable">federatedml.util.transfer_variable.raw_intersect_transfer_variable module</a></li>
<li class="toctree-l4"><a class="reference internal" href="federatedml.util.transfer_variable.html#module-federatedml.util.transfer_variable.rsa_intersect_transfer_variable">federatedml.util.transfer_variable.rsa_intersect_transfer_variable module</a></li>
<li class="toctree-l4"><a class="reference internal" href="federatedml.util.transfer_variable.html#module-federatedml.util.transfer_variable.sample_transfer_variable">federatedml.util.transfer_variable.sample_transfer_variable module</a></li>
<li class="toctree-l4"><a class="reference internal" href="federatedml.util.transfer_variable.html#module-federatedml.util.transfer_variable.secure_add_example_transfer_variable">federatedml.util.transfer_variable.secure_add_example_transfer_variable module</a></li>
<li class="toctree-l4"><a class="reference internal" href="federatedml.util.transfer_variable.html#module-federatedml.util.transfer_variable.transfer_variable_template">federatedml.util.transfer_variable.transfer_variable_template module</a></li>
<li class="toctree-l4"><a class="reference internal" href="federatedml.util.transfer_variable.html#module-federatedml.util.transfer_variable">Module contents</a></li>
</ul>
</li>
</ul>
</li>
<li class="toctree-l2"><a class="reference internal" href="federatedml.util.html#submodules">Submodules</a></li>
<li class="toctree-l2"><a class="reference internal" href="federatedml.util.html#module-federatedml.util.abnormal_detection">federatedml.util.abnormal_detection module</a></li>
<li class="toctree-l2"><a class="reference internal" href="federatedml.util.html#module-federatedml.util.classfiy_label_checker">federatedml.util.classfiy_label_checker module</a></li>
<li class="toctree-l2"><a class="reference internal" href="federatedml.util.html#module-federatedml.util.consts">federatedml.util.consts module</a></li>
<li class="toctree-l2"><a class="reference internal" href="federatedml.util.html#federatedml-util-data-io-module">federatedml.util.data_io module</a></li>
<li class="toctree-l2"><a class="reference internal" href="federatedml.util.html#module-federatedml.util.fate_operator">federatedml.util.fate_operator module</a></li>
<li class="toctree-l2"><a class="reference internal" href="federatedml.util.html#module-federatedml.util.param_checker">federatedml.util.param_checker module</a></li>
<li class="toctree-l2"><a class="reference internal" href="federatedml.util.html#module-federatedml.util.param_extract">federatedml.util.param_extract module</a></li>
<li class="toctree-l2"><a class="reference internal" href="federatedml.util.html#module-federatedml.util.parameter_util">federatedml.util.parameter_util module</a></li>
<li class="toctree-l2"><a class="reference internal" href="federatedml.util.html#module-federatedml.util.transfer_variable_generator">federatedml.util.transfer_variable_generator module</a></li>
<li class="toctree-l2"><a class="reference internal" href="federatedml.util.html#module-federatedml.util">Module contents</a></li>
</ul>
</li>
</ul>
</div>
</div>
<div class="section" id="submodules">
<h2>Submodules<a class="headerlink" href="#submodules" title="Permalink to this headline">¶</a></h2>
</div>
<div class="section" id="module-federatedml.model_base">
<span id="federatedml-model-base-module"></span><h2>federatedml.model_base module<a class="headerlink" href="#module-federatedml.model_base" title="Permalink to this headline">¶</a></h2>
<dl class="class">
<dt id="federatedml.model_base.ModelBase">
<em class="property">class </em><code class="descclassname">federatedml.model_base.</code><code class="descname">ModelBase</code><a class="reference internal" href="_modules/federatedml/model_base.html#ModelBase"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#federatedml.model_base.ModelBase" title="Permalink to this definition">¶</a></dt>
<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">object</span></code></p>
<dl class="method">
<dt id="federatedml.model_base.ModelBase.callback_meta">
<code class="descname">callback_meta</code><span class="sig-paren">(</span><em>metric_name</em>, <em>metric_namespace</em>, <em>metric_meta</em><span class="sig-paren">)</span><a class="reference internal" href="_modules/federatedml/model_base.html#ModelBase.callback_meta"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#federatedml.model_base.ModelBase.callback_meta" title="Permalink to this definition">¶</a></dt>
<dd></dd></dl>

<dl class="method">
<dt id="federatedml.model_base.ModelBase.callback_metric">
<code class="descname">callback_metric</code><span class="sig-paren">(</span><em>metric_name</em>, <em>metric_namespace</em>, <em>metric_data</em><span class="sig-paren">)</span><a class="reference internal" href="_modules/federatedml/model_base.html#ModelBase.callback_metric"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#federatedml.model_base.ModelBase.callback_metric" title="Permalink to this definition">¶</a></dt>
<dd></dd></dl>

<dl class="method">
<dt id="federatedml.model_base.ModelBase.cross_validation">
<code class="descname">cross_validation</code><span class="sig-paren">(</span><em>data_inst</em><span class="sig-paren">)</span><a class="reference internal" href="_modules/federatedml/model_base.html#ModelBase.cross_validation"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#federatedml.model_base.ModelBase.cross_validation" title="Permalink to this definition">¶</a></dt>
<dd></dd></dl>

<dl class="method">
<dt id="federatedml.model_base.ModelBase.export_model">
<code class="descname">export_model</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference internal" href="_modules/federatedml/model_base.html#ModelBase.export_model"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#federatedml.model_base.ModelBase.export_model" title="Permalink to this definition">¶</a></dt>
<dd></dd></dl>

<dl class="method">
<dt id="federatedml.model_base.ModelBase.fit">
<code class="descname">fit</code><span class="sig-paren">(</span><em>data_inst</em><span class="sig-paren">)</span><a class="reference internal" href="_modules/federatedml/model_base.html#ModelBase.fit"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#federatedml.model_base.ModelBase.fit" title="Permalink to this definition">¶</a></dt>
<dd></dd></dl>

<dl class="method">
<dt id="federatedml.model_base.ModelBase.get_metric_name">
<code class="descname">get_metric_name</code><span class="sig-paren">(</span><em>name_prefix</em><span class="sig-paren">)</span><a class="reference internal" href="_modules/federatedml/model_base.html#ModelBase.get_metric_name"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#federatedml.model_base.ModelBase.get_metric_name" title="Permalink to this definition">¶</a></dt>
<dd></dd></dl>

<dl class="method">
<dt id="federatedml.model_base.ModelBase.predict">
<code class="descname">predict</code><span class="sig-paren">(</span><em>data_inst</em><span class="sig-paren">)</span><a class="reference internal" href="_modules/federatedml/model_base.html#ModelBase.predict"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#federatedml.model_base.ModelBase.predict" title="Permalink to this definition">¶</a></dt>
<dd></dd></dl>

<dl class="method">
<dt id="federatedml.model_base.ModelBase.run">
<code class="descname">run</code><span class="sig-paren">(</span><em>component_parameters=None</em>, <em>args=None</em><span class="sig-paren">)</span><a class="reference internal" href="_modules/federatedml/model_base.html#ModelBase.run"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#federatedml.model_base.ModelBase.run" title="Permalink to this definition">¶</a></dt>
<dd></dd></dl>

<dl class="method">
<dt id="federatedml.model_base.ModelBase.save_data">
<code class="descname">save_data</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference internal" href="_modules/federatedml/model_base.html#ModelBase.save_data"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#federatedml.model_base.ModelBase.save_data" title="Permalink to this definition">¶</a></dt>
<dd></dd></dl>

<dl class="method">
<dt id="federatedml.model_base.ModelBase.set_cv_fold">
<code class="descname">set_cv_fold</code><span class="sig-paren">(</span><em>cv_fold</em><span class="sig-paren">)</span><a class="reference internal" href="_modules/federatedml/model_base.html#ModelBase.set_cv_fold"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#federatedml.model_base.ModelBase.set_cv_fold" title="Permalink to this definition">¶</a></dt>
<dd></dd></dl>

<dl class="method">
<dt id="federatedml.model_base.ModelBase.set_flowid">
<code class="descname">set_flowid</code><span class="sig-paren">(</span><em>flowid</em><span class="sig-paren">)</span><a class="reference internal" href="_modules/federatedml/model_base.html#ModelBase.set_flowid"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#federatedml.model_base.ModelBase.set_flowid" title="Permalink to this definition">¶</a></dt>
<dd></dd></dl>

<dl class="method">
<dt id="federatedml.model_base.ModelBase.set_predict_data_schema">
<code class="descname">set_predict_data_schema</code><span class="sig-paren">(</span><em>predict_data</em>, <em>schema</em><span class="sig-paren">)</span><a class="reference internal" href="_modules/federatedml/model_base.html#ModelBase.set_predict_data_schema"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#federatedml.model_base.ModelBase.set_predict_data_schema" title="Permalink to this definition">¶</a></dt>
<dd></dd></dl>

<dl class="method">
<dt id="federatedml.model_base.ModelBase.set_taskid">
<code class="descname">set_taskid</code><span class="sig-paren">(</span><em>taskid</em><span class="sig-paren">)</span><a class="reference internal" href="_modules/federatedml/model_base.html#ModelBase.set_taskid"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#federatedml.model_base.ModelBase.set_taskid" title="Permalink to this definition">¶</a></dt>
<dd></dd></dl>

<dl class="method">
<dt id="federatedml.model_base.ModelBase.set_tracker">
<code class="descname">set_tracker</code><span class="sig-paren">(</span><em>tracker</em><span class="sig-paren">)</span><a class="reference internal" href="_modules/federatedml/model_base.html#ModelBase.set_tracker"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#federatedml.model_base.ModelBase.set_tracker" title="Permalink to this definition">¶</a></dt>
<dd></dd></dl>

<dl class="method">
<dt id="federatedml.model_base.ModelBase.set_transfer_variable">
<code class="descname">set_transfer_variable</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference internal" href="_modules/federatedml/model_base.html#ModelBase.set_transfer_variable"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#federatedml.model_base.ModelBase.set_transfer_variable" title="Permalink to this definition">¶</a></dt>
<dd></dd></dl>

<dl class="method">
<dt id="federatedml.model_base.ModelBase.transform">
<code class="descname">transform</code><span class="sig-paren">(</span><em>data_inst</em><span class="sig-paren">)</span><a class="reference internal" href="_modules/federatedml/model_base.html#ModelBase.transform"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#federatedml.model_base.ModelBase.transform" title="Permalink to this definition">¶</a></dt>
<dd></dd></dl>

</dd></dl>

</div>
<div class="section" id="module-federatedml">
<span id="module-contents"></span><h2>Module contents<a class="headerlink" href="#module-federatedml" title="Permalink to this headline">¶</a></h2>
</div>
</div>


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